Abstract: A system for managing development and performance in a computing environment is disclosed. The system is programmed to receive change requests, evaluate the change requests as embeddings within a computing environment, which is modeled by an asset graph representing the computing assets in the computing environment and the relationships among the computing assets. The system is programmed to then implement the change requests scheduled for a current release and continuously monitor the status of the computing environment. In response to an issue that arises, the system is programmed to determine relevant computing assets, including computer applications, and identify relevant change requests using the asset graph. The system is programmed to also compare logs of relevant computing assets as embeddings with the change requests to identify additional relevant change requests. The system is programmed to then implement remedial measures related to one of more identified change requests to address the issue.

Abstract: A system for automating evidence collection for software compliance is disclosed herein. The system can include a user computer device, a plurality of repositories, a backend computer system. The backend computer system can store a collection engine comprising a large language model (“LLM”) that, when executed by a processor, causes the backend computer system to extract metadata from a software architecture diagram and metadata from repository information, map the software architecture diagram to the at least one repository of the plurality of repositories based on the extracted metadata, generate a prompt to retrieve evidence from the plurality of repositories based on the mapping, and retrieve evidence relevant to the at least one requirement from the plurality of repositories based on the prompt.